{"id":"W4391914703","doi":"10.1097/ms9.0000000000001847","title":"Surgical outcomes for carotid body tumour resection without preoperative embolization: a 10-year experience","year":2024,"lang":"en","type":"article","venue":"Annals of Medicine and Surgery","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Embolization; Surgical resection; Surgery; Resection; Carotid body; Preoperative care; Radiology; General surgery; Carotid arteries","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005606705,0.000144785,0.0005558709,0.0002098522,0.00006545759,0.00001088588,0.000031712,0.00006420402,0.0003326116],"category_scores_gemma":[0.0004959875,0.00009140292,0.0001303579,0.000268829,0.000207827,0.0001117442,0.00001548572,0.0001000944,0.000005558551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005995961,"about_ca_system_score_gemma":0.0001153381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004759477,"about_ca_topic_score_gemma":0.000004769845,"domain_scores_codex":[0.9988319,0.00004246993,0.0003850363,0.000259486,0.0002813471,0.000199746],"domain_scores_gemma":[0.9989629,0.0004642098,0.0000577325,0.0001224628,0.0002426292,0.0001500301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003216126,0.0002793214,0.5078095,0.002423492,0.0005576483,0.001845991,0.01123571,0.000006442067,0.0009082492,0.007644591,0.4620269,0.002046115],"study_design_scores_gemma":[0.009585264,0.007386919,0.6513553,0.01411187,0.0009204008,0.009654523,0.01506641,0.002728876,0.06021274,0.003062362,0.2242829,0.001632416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775226,0.003175726,0.0002146818,0.01610882,0.0004683695,0.0003994719,0.0000119596,0.00006596487,0.002032369],"genre_scores_gemma":[0.992176,0.0003956917,0.00002947665,0.000667505,0.0005613258,0.00005443217,0.00004858214,0.00001665484,0.006050343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.237744,"threshold_uncertainty_score":0.3727303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09353492147424372,"score_gpt":0.3897312962841287,"score_spread":0.296196374809885,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}